Awesome AI Models Matrix 🧠

Comprehensive curated list of AI models, tools, and resources for developers and researchers. From frontier proprietary models to self-hostable open-source alternatives, from AI-powered IDEs to automation frameworks.

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Table of Contents

• Models
  • Frontier Models
  • Open-Source Models
  • Coding Models
  • Reasoning Models
  • Multimodal Models
  • Hardware Requirements
• Development Tools
  • IDEs
  • CLI Tools
  • IDE Add-ons
  • API Providers
• Automation
  • Browser Automation
  • Desktop Automation
• Guides
  • Getting Started
  • Model Selection Guide
  • Self-Hosting Guide
  • Cost Analysis
• Reference
  • Glossary
  • Comparison Tables
  • Data Sources
• Contributing
• License

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Models 🧠

Comprehensive documentation of Large Language Models (LLMs), Small Language Models (SLMs), and specialized AI models available today.

Frontier Models 🚀

State-of-the-art proprietary AI models with cutting-edge capabilities from leading AI labs.

Model	Company	Context	Key Features	Pricing
DeepSeek-V4	DeepSeek	128K	Reasoning Core, DSA, Interleaved Thinking	Pay-per-token
Qwen3-Max-Thinking	Alibaba	128K	100% AIME25, 100% HMMT	$1.20 / $6.00
Gemini 3 Pro	Google	1M+	PhD-level reasoning, agentic tool-use	Tiered pricing
Gemini 3 Flash	Google	10M	Pro-grade reasoning, Flash speed	$0.30 / $2.50
GPT-5.2	OpenAI	400K	Thinking & Instant variants	$1.75/1M
GPT-5 mini	OpenAI	128K	Cheap reasoning	$0.25/1M
Mistral Large 3	Mistral AI	128K	675B params, MoE, Open-weight	Varies
Claude Opus 4.5	Anthropic	200K	Leading reasoning accuracy	$15 / $75
Claude Sonnet 4.5	Anthropic	200K	SWE-bench leader, best coding	$3 / $15
Llama 4 Scout	Meta	10M	Open-weight context king	Free (self-host)
Llama 4 Maverick	Meta	128K	400B params, multimodal	Free (self-host)
Grok 4	xAI	128K	First-principles reasoning	$3 / $15
Grok 4 Fast	xAI	128K	Cost-efficient variant	$0.20 / $1.50

Top Models by Category

Category	#1	#2	#3
Coding	Claude Sonnet 4.5	GPT-5 Codex	Grok Code Fast
Reasoning	Qwen3-Max-Thinking	o3	Gemini 3 Pro
Open Source	DeepSeek-V4	Qwen3-Max	Llama 4
Cost Efficiency	DeepSeek-V3.1	Grok 4 Fast	GLM-4.6
Context Window	Gemini 3 Flash (10M)	Llama 4 Scout (10M)	Kimi K2-0905 (256K)

January 2026 Model Releases

Model	Company	Release Date	Key Features	Category
DeepSeek R1	DeepSeek	January 2026	State-of-the-art reasoning, math, coding; 671B params	Reasoning
NVIDIA Alpamayo	NVIDIA	January 5, 2026	Open AI models for autonomous vehicles; human-like reasoning for self-driving cars	Specialized
TranslateGemma	Google	January 16, 2026	Multilingual translation models for mobile, laptops, cloud; supports 55 languages	Specialized

Open-Source Models 🆓

Self-hostable models with permissive licenses for privacy, cost control, and customization.

Model	Company	Params	Context	License
DeepSeek-V4	DeepSeek	671B	128K	MIT
Qwen3-Max-Thinking	Alibaba	1T+	128K	Apache 2.0
Mistral Large 3	Mistral AI	675B (MoE)	128K	Apache 2.0
Llama 4 Scout	Meta	109B	10M	Community
Llama 4 Maverick	Meta	400B	128K	Community
GPT-OSS-120B	OpenAI	117B	128K	Apache 2.0
GPT-OSS-20B	OpenAI	21B	128K	Apache 2.0
Qwen3-Coder	Alibaba	480B	128K	Apache 2.0
GLM-4.7	Zhipu AI	400B+ MoE	128K	Open Weight
Kimi K2-0905	Moonshot	1T (MoE)	256K	Modified MIT
Phi-4	Microsoft	14B	128K	MIT
Granite 4.0	IBM	8B-3B	128K	Apache 2.0
DeepSeek-Coder-V2	DeepSeek	236B	128K	MIT
Yi-Coder	01.AI	9B/1.5B	128K	Apache 2.0

Deployment Options

Local Inference Tools:

• Ollama - Easy local deployment
• LM Studio - User-friendly GUI
• llama.cpp - Efficient CPU inference
• vLLM - High-throughput serving
• SGLang - Structured generation

Cloud Deployment:

• Hugging Face Inference - Managed deployment
• AWS SageMaker - Full control
• Google Cloud Vertex - Integrated
• RunPod - GPU rental

Coding Models 💻

Specialized AI models optimized for software development tasks.

SWE-bench Verified Leaderboard

Rank	Model	Company	Score
🥇 #1	Claude Sonnet 4.5	Anthropic	SOTA
🥈 #2	GPT-5 Codex	OpenAI	~55.6%
🥉 #3	GPT-OSS-120B	OpenAI	91.4% AIME
#4	Kimi K2-0905	Moonshot	Excellent
#5	Qwen3-Coder	Alibaba	480B params

Commercial Coding Models

Model	Developer	Pricing	Best For
Claude Sonnet 4.5	Anthropic	$3 / $15 per 1M	Code review, refactoring
GPT-5 Codex	OpenAI	API pricing	7+ hour autonomy
Codestral	Mistral AI	$0.30 / $0.90	Real-time completion
Grok Code Fast	xAI	$0.20 / $1.50	Most used (50% share)

Open-Source Coding Models

Model	Developer	License	Hardware
GPT-OSS-120B	OpenAI	Apache 2.0	80-160 GB VRAM
Qwen3-Coder	Alibaba	Apache 2.0	160-320 GB VRAM
DeepSeek-Coder-V2	DeepSeek	MIT	48-80 GB VRAM
GLM-4.6	Zhipu AI	Open Weight	80-160 GB VRAM
Phi-4	Microsoft	MIT	24-48 GB VRAM

Reasoning Models 🧠

Models optimized for step-by-step reasoning, mathematical problem-solving, and complex logical inference.

AIME 2025 Leaderboard

Rank	Model	Score	Notes
🥇 #1	Qwen3-Max-Thinking	100%	Perfect score
🥈 #2	GPT-5 Pro (with tools)	100%	With Python tools
🥉 #3	Gemini 3 Pro	~98%	Frontier agentic
#4	GPT-OSS-120B	91.4%	Open-source leader
#5	o3	~96.5%	OpenAI reasoning
#6	DeepSeek-R1	81%	Pure RL-based

Reasoning Model Details

Model	Type	Context	Pricing
Qwen3-Max-Thinking	Reasoning/Coding	128K	$1.20 / $6.00
o3 / o1-Pro	Reasoning	128K	$2-150 / $8-600
Gemini 3 Pro	General/Multimodal	1M+	$2 / $12
DeepSeek-R1	Reasoning	128K	$0.50 / $2.15
Claude 3.7 Sonnet	Hybrid	200K	$3 / $15

Use Cases

• Mathematical Problem Solving: Qwen3-Max-Thinking, GPT-5 Pro, Gemini 3 Pro
• Scientific Analysis: Claude Opus 4.5, GPT-5.2, Gemini 3 Pro
• Strategic Planning: o3/o1-Pro, Claude Sonnet 4.5, DeepSeek-R1
• Code Debugging: Claude Sonnet 4.5, GPT-5 Codex, DeepSeek-V3.2

Multimodal Models 🎨

Models capable of processing and generating multiple types of content: text, images, audio, and video.

Leading Multimodal Models

Model	Developer	Context	Key Features
GPT-5	OpenAI	400K	Unified multimodal, audio
Gemini 3 Pro	Google	1M+	Native multimodal, video
Claude Sonnet 4.5	Anthropic	200K	Document understanding
Llama 4 Maverick	Meta	128K	Open multimodal

Vision Capabilities

Model	MMMU	MathVista	DocVQA
Gemini 3 Pro	SOTA	SOTA	SOTA
GPT-5	Excellent	Excellent	Excellent
Claude Sonnet 4.5	Strong	Strong	Excellent
Llama 4 Maverick	Good	Good	Good

Audio & Video

Model	Speech-to-Text	Text-to-Speech	Video Input
Gemini 3 Pro	✅	✅	✅
GPT-5	✅	✅	⚠️
Whisper v3	✅	❌	✅

Image Generation

Model	Developer	License	Best For
Flux.1	Black Forest Labs	Apache 2.0	High-fidelity art
Stable Diffusion 3.5	Stability AI	Community License	Fine-tuning

Hardware Requirements 🖥️

Comprehensive hardware specifications for self-hosting AI models.

Quick Reference by Model Size

Model	Params	Q4 Size	Min VRAM	Rec VRAM	Min RAM
Phi-4	14B	8 GB	24 GB	48 GB	32 GB
GPT-OSS-20B	21B	12 GB	24 GB	48 GB	32 GB
Llama 4 Scout	109B	66 GB	48 GB	80 GB	96 GB
GPT-OSS-120B	117B	70 GB	80 GB	160 GB	128 GB
DeepSeek-Coder-V2	236B	143 GB	48 GB	80 GB	192 GB
Llama 4 Maverick	400B	242 GB	160 GB	320 GB	320 GB
DeepSeek-V4	671B	404 GB	80 GB	320 GB	512 GB
Qwen3-Max-Thinking	1T+	600+ GB	160 GB	640 GB	768 GB

By Hardware Tier

Consumer/Entry Level (24-48 GB VRAM):

• Phi-4, GPT-OSS-20B, Yi-Coder, Qwen2.5-Coder
• Recommended GPUs: RTX 3090 (24GB), RTX 4090 (24GB)

Professional (80-160 GB VRAM):

• Llama 4 Scout, GPT-OSS-120B, DeepSeek-Coder-V2
• Recommended GPUs: A100 80GB, 2x A100 40GB

Enterprise (320+ GB VRAM):

• Llama 4 Maverick, GLM-4.7, DeepSeek-V4, Qwen3-Max
• Recommended GPUs: 4x A100 80GB, 8x A100 80GB

Quantization Explained

Level	Bits	Size vs FP16	Quality	Use Case
FP16/BF16	16	100%	Best	Training
Q8_0	8	~50%	Excellent	High-quality inference
Q4_K_M	4	~25%	Good	Recommended for deployment
Q3_K_M	3	~19%	Fair	Limited resources

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Development Tools 🛠️

AI-powered tools for software development, from IDEs and CLI tools to API providers and IDE extensions.

IDEs 💻

Integrated Development Environments with built-in AI capabilities.

Agentic IDEs

IDE	Platform	Pricing	Key Features
Firebase Studio	Web	Free	Cloud-based, Gemini, MCP
Tonkotsu	Web	Freemium	Team of agents, workflow

Native AI Editors

Editor	Platform	Pricing	Key Features
Zed	macOS, Windows, Linux	Free + Copilot	Fast, collaboration, Gemini/Claude
Dyad	Windows, macOS, Linux	Free (OSS)	Local generation, BYO keys
Memex	macOS, Windows	Freemium	Agentic, browser↔desktop
Kiro	Desktop	TBD	Subagents, Claude Opus

IDE Updates (January 2026)

IDE	Version	Release Date	Key Features
Visual Studio	17.14.12+, 18.1.0+	January 6, 2026	Gemini 3 Flash integration, faster performance, zero-migration upgrades, real-time profiler agent
IntelliJ IDEA	2025.3.2	January 2026	Java 24 support, Kotlin K2 mode by default, performance/memory improvements
JetBrains IDEs	Various	January 2026	AI Assistant with deep IDE integration, Claude Agent capabilities

VS Code Forks

IDE	Platform	Pricing	Autonomous	MCP
Cursor	Windows, macOS, Linux	Freemium	✅	❌
Windsurf	Windows, macOS, Linux	Freemium	✅	✅
Trae	macOS, Windows	Free	❌	❌
PearAI	Windows, macOS, Linux	Free (OSS)	✅	❌
Void	Windows, macOS, Linux	Free (OSS)	✅	✅
Google Antigravity	Windows, macOS, Linux	Free	✅	❌

Web-Based IDEs

Platform	Platform	Self-Hostable	Best For
Replit 3	Web	❌	Learning/Prototyping
Bolt.new	Web	❌	Quick apps
Bolt.diy	Self-hosted	✅	Self-hosted
Lovable	Web	❌	UI/Full-stack
v0	Web	❌	React components
Gitpod	Web	❌	Cloud dev environments

CLI Tools 🖥️

Command-line AI tools for autonomous coding and terminal enhancement.

Autonomous Coding Agents

Tool	Platform	Pricing	Key Features
Aider	Windows, macOS, Linux	Free	Gold standard, Architect mode
Claude Code 2.1	macOS, Linux, Windows	Free + API	Autonomous, async subagents; Shift+enter for newlines, hooks for agents/skills, wildcard tool permissions
Codex CLI	Windows, macOS, Linux	Included	Sandbox, approval modes
Goose	Windows, macOS, Linux	Free (Apache-2.0)	MCP, extensible
GPT-Pilot	Windows, macOS, Linux	Free	Full dev team simulation
OpenHands	Windows, macOS, Linux	Free	Cloud agents, MCP
Mentat	Windows, macOS, Linux	Free	Multi-file coordination

Assisted CLI Tools

Tool	Developer	Pricing	Best For
Gemini CLI	Google	Free	Google ecosystem
Cursor CLI	Cursor	Free tier	Terminal + IDE bridge
Qwen Code	Alibaba	Free	Qwen optimization
Qodo CLI	Qodo	Free tier	Testing and review

Terminal Enhancers

Tool	Platform	Pricing	Key Features
Warp Terminal	macOS, Linux, Windows	Free	AI Agents, workflow sharing
Fig	macOS, Linux	Free	Autocomplete, AI suggestions

IDE Add-ons 🧩

Extensions and plugins that add AI capabilities to existing IDEs.

Universal (Cross-Platform)

Add-on	Platform	Pricing	Context	Best For
GitHub Copilot	VS Code, JetBrains, Vim	$10-19/mo	Large	General coding
Supermaven	VS Code, JetBrains, Neovim	$10/mo	1M	Large codebases
Codeium	VS Code, JetBrains, Vim	Free	Medium	Free alternative
Continue	VS Code, JetBrains	Free (OSS)	Custom	Self-hosted
Cody	VS Code, JetBrains, Web	Free/Enterprise	Enterprise	Code search
Tabnine	VS Code, JetBrains, VS, Eclipse	Free/Pro	Local	Privacy

IDE Extension Updates (January 2026)

Add-on	Platform	Release Date	Key Features
Gemini 3 Flash Integration	VS Code, JetBrains, Xcode, Eclipse	January 6, 2026	Access to Google's latest Gemini 3 Flash model directly from IDE; fast response times
JetBrains AI Assistant	All JetBrains IDEs	January 2026	Enhanced AI capabilities, Claude Agent integration, better context understanding

VS Code Specific

Add-on	Pricing	Autonomous	MCP	Best For
Cline	Free	✅	✅	Full agent
RooCode	Free/Pro	⚠️	❌	Complex tasks
Keploy	OSS/Enterprise	❌	❌	Testing

JetBrains Specific

Add-on	Pricing	Claude Agent	Best For
JetBrains AI Assistant	$10-20/mo	✅	Deep IDE integration
JetBrains Claude Agent	Included in subscription	✅	Native agent

API Providers 🔌

Services for accessing AI models via API.

Model Labs (Direct)

Provider	Models	Pricing
OpenAI	GPT-5, o3, Codex	Pay-per-token
Anthropic	Claude 4.5	Pay-per-token
Google AI Studio	Gemini 3	Free / Pay
DeepSeek	DeepSeek-V4/R1	Pay-per-token
Mistral AI	Mistral Large 3	Pay-per-token
xAI	Grok-4	Pay-per-token

Unified APIs & Aggregators

Provider	Models	Key Features
OpenRouter	200+	Crypto/fiat, rankings
Hugging Face	Thousands	Serverless inference

Inference Clouds

Provider	Specialization	Speed
Together AI	Llama/Qwen/Mistral	Fast
Fireworks AI	FireAttention	Low-latency
Groq	LPU	>500 T/s
Cerebras	Wafer-Scale	>2000 T/s

GPU Clouds

Provider	Type	Best For
RunPod	GPU Rental	Flexibility
Replicate	Model-as-a-Service	Quick deployment
Vultr	Global Cloud	Hourly
Hyperbolic	Decentralized	Crypto/Fiat

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Automation 🤖

AI-powered tools for automating browser and desktop tasks.

Browser Automation 🌐

Tools and frameworks for AI-powered browser automation.

Standalone AI Browsers

Browser	Open Source	Local AI	Best For
BrowserOS	✅	✅	Privacy-focused
Fellou	❌	❌	True agentic browser
Perplexity Comet	❌	❌	Research
Dia	❌	❌	Arc replacement

Browser Extensions

Extension	Free	Multi-Agent	Best For
Harpa AI	✅	❌	Automation recipes
MultiOn	⚠️	✅	Complex tasks
NanoBrowser	✅	✅	Local control

Developer Libraries

Library	Language	Best For
Browser-use	Python	Agentic automation
Stagehand	TypeScript	Web apps
LaVague	Python	NL to code
Skyvern	Python	CV-based automation

Cloud Automation

Service	Platform	Best For
Skyvern Cloud	Cloud API	Resilient automation
Browserbase	Cloud API	Stealth mode, session recording

Desktop Automation 🖥️

AI agents and tools for automating desktop tasks and OS-level interactions.

AI Agents (Computer Use)

Agent	Platform	Vision-Based	Cross-Platform	Best For
Agent S	Cross-platform	✅	✅	Research/SOTA
Bytebot	Linux (Docker)	✅	✅	Self-hosted
UFO	Windows	✅	❌	Windows automation
Open-Interface	Cross-platform	✅	✅	General use
Anthropic Computer Use	API	✅	✅	Beta capability

RPA & Visual Frameworks

Tool	Platform	Best For
Ui.Vision RPA	Windows, macOS, Linux	Visual automation
OmniParser V2	Cross-platform	Screen parsing

Scripting Libraries

Tool	Platform	Key Features
PyAutoGUI	Cross-platform	Simple API, fail-safe
Nut.js	Cross-platform	Visual search, image matching
OpenAdapt	Windows, macOS	Learning from demonstration

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Guides 📚

Tutorials, how-tos, and in-depth guides for getting the most out of AI models and tools.

Getting Started 🚀

A beginner-friendly introduction to AI models and how to start using them effectively.

Understanding LLMs

Concept	Description
Parameters	Size of model (B = billions). More = more capable
Context Window	How much text model can process (128K standard)
Tokens	Basic units of text (~0.75 words per token)

Accessing AI Models

Method	Best For	Setup Difficulty
Web Interfaces	Quick experiments	Easiest
API Access	Building applications	Easy
Self-Hosting	Privacy, no API costs	Medium-Hard
IDE Integration	Daily coding	Easy

Model Recommendations by Task

Task	Free Option	Premium Option
Chat	Llama 4 (self-hosted)	GPT-5, Claude
Coding	DeepSeek-Coder-V2	Claude Sonnet 4.5
Reasoning	DeepSeek-R1	o3, Qwen3-Max-Thinking
Long docs	Llama 4 Scout	Gemini 3 Flash
Vision	Llama 4 Maverick	GPT-5, Gemini 3

Model Selection Guide 🎯

A comprehensive guide to choosing the right AI model for your specific needs.

Quick Decision Tree

What do you need?
│
├── Coding/Development
│   ├── Best quality → Claude Sonnet 4.5
│   ├── Autonomous → GPT-5 Codex
│   └── Open source → DeepSeek-Coder-V2
│
├── Reasoning/Math
│   ├── Best quality → Qwen3-Max-Thinking (100% AIME)
│   └── Open source → DeepSeek-R1
│
├── General Purpose
│   ├── Best overall → GPT-5, Claude Sonnet 4.5
│   └── Budget → DeepSeek-V3.1
│
├── Multimodal (Vision)
│   ├── Best overall → GPT-5, Gemini 3 Pro
│   └── Open source → Llama 4 Maverick
│
└── Self-Hosting
    ├── Small (consumer GPU) → Phi-4
    └── Large (enterprise) → DeepSeek-V4

By Budget

Budget	Options
Free	Self-hosted (Llama 4, Qwen3, Mistral)
$0-10/mo	API entry tiers, Gemini Flash
$10-50/mo	Copilot, Claude API, GPT-5 API
$50+/mo	Heavy usage, multiple models

Self-Hosting Guide 🖥️

A comprehensive guide to running AI models on your own hardware.

Benefits

Benefit	Description
Privacy	Data never leaves your infrastructure
Cost Control	No per-token API costs for unlimited usage
Customization	Fine-tune models for specific needs
No Rate Limits	Process as much as hardware allows
Offline Access	Work without internet

Quick Start with Ollama

For installation and usage instructions, refer to the official Ollama documentation.

Deployment Options

Option	Best For	Pros	Cons
Local Machine	Personal use	Simple, no latency	Limited hardware
Dedicated Server	Team use	Full control	Maintenance
Cloud GPU Rental	Experimentation	On-demand	Hourly costs
Kubernetes	Enterprise	Scalable	Complex

Cost Analysis 💰

Comprehensive pricing comparisons and cost calculations.

Pricing Tiers

Tier	Price Range	Models
🆓 Free	$0	Self-hosted, free tiers
💵 Budget	$0.10 - $0.50/1M	GLM-4.6, DeepSeek-V3
💰 Mid-range	$1.00 - $15.00/1M	GPT-5, Claude Sonnet
💎 Premium	$15.00 - $600.00/1M	Claude Opus, o1-Pro

Model Pricing Comparison

Model	Input	Output	Best For
GLM-4.6	$0.13	$0.39	Budget coding
DeepSeek-V3.1	$0.27	$0.41	Everything
Gemini 3 Flash	$0.30	$2.50	Long context
GPT-5	$1.25	$10.00	General purpose
Claude Sonnet 4.5	$3.00	$15.00	Best coding
Claude Opus 4.5	$15.00	$75.00	Maximum quality

Self-Hosting vs API (Monthly)

Usage Level	Self-Host (A100)	API (GPT-5)	Winner
Light (1M tokens)	$300 (rental)	$10	API
Medium (100M tokens)	$300	$1,000	Self-host
Heavy (1B tokens)	$300	$10,000	Self-host
Enterprise (10B+ tokens)	$2,000 (owned)	$100,000+	Self-host

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Reference 📖

Reference materials including glossary, comparison tables, and data sources.

Glossary 📖

Definitions of common terms used throughout the documentation.

A-E

Term	Definition
Agent	AI system that autonomously performs tasks and interacts with environments
API	Interface for programmatically accessing AI models
Attention Mechanism	Neural network component focusing on relevant input parts
Benchmark	Standardized test measuring model performance
Chain-of-Thought (CoT)	Prompting technique showing step-by-step reasoning

F-L

Term	Definition
Fine-Tuning	Adapting pre-trained model to specific tasks
Frontier Model	State-of-the-art proprietary model
GPU	Hardware accelerator essential for ML
LLM	Large Language Model
LoRA	Efficient fine-tuning method

M-R

Term	Definition
MCP	Model Context Protocol for tool interaction
MMLU	Massive Multitask Language Understanding benchmark
MoE	Mixture of Experts architecture
Multimodal	Processing multiple input types
RAG	Retrieval-Augmented Generation

S-Z

Term	Definition
Self-Hosting	Running models on own infrastructure
SLM	Small Language Model
SWE-bench	Benchmark for real GitHub issue resolution
Token	Basic unit of text processing
VRAM	GPU memory for model storage

Comparison Tables 📊

Side-by-side comparisons of AI models sorted by various criteria.

Sort by Price (Cheapest)

Rank	Model	Input	Output	License
1	Self-hosted	$0	$0	Various
2	GLM-4.6	$0.13	$0.39	Open-weight
3	Yi-Lightning	$0.14	$0.42	Apache 2.0
4	DeepSeek-V3.1	$0.27	$0.41	MIT
5	Gemini 3 Flash	$0.30	$2.50	Proprietary

Sort by Performance (Coding)

Rank	Model	HumanEval	Self-Host
1	Claude Sonnet 4.5	~92%	❌
2	GPT-OSS-120B	~89%	✅
3	DeepSeek-Coder-V2	~92%	✅
4	Qwen3-Coder	~92%	✅
5	DeepSeek-V3.1	82%+	✅

Sort by Context Window

Rank	Model	Context	Best For
1	Gemini 3 Flash	10M	Entire libraries
2	Llama 4 Scout	10M	Long-document RAG
3	Gemini 3 Pro	1M+	Research papers
4	Kimi K2-0905	256K	Large codebases

Data Sources 📚

Attribution, verification sources, and methodology.

Primary Sources

Company	Source	URL
OpenAI	Official Documentation	openai.com
Anthropic	Claude Documentation	anthropic.com
Google	Gemini Documentation	deepmind.google
DeepSeek	Official Website	deepseek.com
Meta	Llama Documentation	llama.meta.com

Benchmark Sources

Benchmark	Source	Description
HumanEval	OpenAI	164 Python programming problems
SWE-bench	Princeton	Real GitHub issue resolution
MMLU	UC Berkeley	57 subjects, multi-task
AIME	MAA	American Invitational Math Exam
ARC-AGI	ARC Prize	Abstract reasoning challenge

Verification Methodology

1. Primary Source Review - Check official documentation
2. Cross-Validation - Compare multiple sources
3. Timestamp Verification - All data includes verification date
4. Update Tracking - Monitor official channels

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Contributing

Thank you for your interest in contributing to the Awesome AI Models Matrix!

How to Contribute

1. Fork the Repository - Create your own fork
2. Create a Branch - Make a new branch for your contribution
3. Make Your Changes - Follow the guidelines below
4. Submit a Pull Request - Describe your changes clearly
5. Wait for Review - Maintainers will review and provide feedback

Contribution Standards

All model entries MUST include:

• ✅ Official Source - Link to official announcement or documentation
• ✅ Verification - At least one authoritative source
• ✅ Accuracy - Information must be current and factual
• ✅ Completeness - All table columns filled

Style Guidelines

• Headers: Use proper hierarchy (H1 → H6)
• Tables: Align columns consistently
• Links: Use descriptive text
• Date Format: YYYY-MM-DD HH:MM UTC
• Emoji: ✅ for Yes, ❌ for No, 🚀 for highlights

See CONTRIBUTING.md for detailed guidelines.

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License

This project is licensed under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) License - see the LICENSE file for details.

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Last Updated: 2026-02-03 02:35 UTC
Maintained by: ReadyPixels LLC & AI Models Matrix Contributors

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Made with ❤️ by ReadyPixels LLC